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Table 4 Performance comparison for forecasting methods

From: Channel-independent recreation of artefactual signals in chronically recorded local field potentials using machine learning

Method

RMSE

Time (s)

LSTM

0.1538

0.0433

CNN-LSTM

0.1456

0.0547

ARMAX

0.1449

1.5425